Binarynet: Training deep neural networks with weights and activations constrained to+ 1 or-1 YB M Courbariaux | 3636* | |
Binarized Neural Networks: Training Neural Networks with Weights and Activations Constrained to+ 1 or− B Courbariaux, Hubara, Soudry, El-Yaniv arXiv preprint arXiv:1602.02830, 2016 | 3620 | 2016 |
Online computation and competitive analysis A Borodin, R El-Yaniv Cambridge University Press 2, 123-149, 1998 | 3463* | 1998 |
Binarized neural networks I Hubara, M Courbariaux, D Soudry, R El-Yaniv, Y Bengio Advances in neural information processing systems 29, 2016 | 2624 | 2016 |
Quantized neural networks: Training neural networks with low precision weights and activations I Hubara, M Courbariaux, D Soudry, R El-Yaniv, Y Bengio Journal of Machine Learning Research 18 (187), 1-30, 2018 | 2269 | 2018 |
Deep anomaly detection using geometric transformations I Golan, R El-Yaniv Advances in neural information processing systems 31, 2018 | 747 | 2018 |
Selective classification for deep neural networks Y Geifman, R El-Yaniv Advances in neural information processing systems 30, 2017 | 629 | 2017 |
On prediction using variable order Markov models R Begleiter, R El-Yaniv, G Yona J. Artif. Intell. Res. (JAIR) 22, 385-421, 2004 | 578 | 2004 |
Online choice of active learning algorithms Y Baram, RE Yaniv, K Luz Journal of Machine Learning Research 5 (Mar), 255-291, 2004 | 541 | 2004 |
Distributional word clusters vs. words for text categorization YW R Bekkerman, R El-Yaniv, N Tishby Journal of Machine Learning Research 1, 1-48, 2002 | 467* | 2002 |
Distributional word clusters vs. words for text categorization YW R Bekkerman, R El-Yaniv, N Tishby Journal of Machine Learning Research, 2002 | 467* | 2002 |
On the Foundations of Noise-free Selective Classification. R El-Yaniv Journal of Machine Learning Research 11 (5), 2010 | 385 | 2010 |
Selectivenet: A deep neural network with an integrated reject option Y Geifman, R El-Yaniv International conference on machine learning, 2151-2159, 2019 | 376 | 2019 |
Texture mixing and texture movie synthesis using statistical learning Z Bar-Joseph, R El-Yaniv, D Lischinski, M Werman IEEE Transactions on visualization and computer graphics 7 (2), 120-135, 2001 | 343 | 2001 |
Can we learn to beat the best stock A Borodin, R El-Yaniv, V Gogan Advances in Neural Information Processing Systems 16, 2003 | 305 | 2003 |
Optimal search and one-way trading online algorithms R El-Yaniv, A Fiat, RM Karp, G Turpin Algorithmica 30 (1), 101-139, 2001 | 248 | 2001 |
On feature distributional clustering for text categorization R Bekkerman, R El-Yaniv, N Tishby, Y Winter Proceedings of the 24th annual international ACM SIGIR conference on …, 2001 | 202 | 2001 |
Deep active learning over the long tail Y Geifman, R El-Yaniv arXiv preprint arXiv:1711.00941, 2017 | 161 | 2017 |
Multi-way distributional clustering via pairwise interactions R Bekkerman, R El-Yaniv, A McCallum Proceedings of the 22nd international conference on Machine learning, 41-48, 2005 | 145 | 2005 |
Concept drift detection through resampling M Harel, S Mannor, R El-Yaniv, K Crammer International conference on machine learning, 1009-1017, 2014 | 143 | 2014 |